from __future__ import absolute_import from __future__ import division __all__ = ['AverageMeter'] class AverageMeter(object): """Computes and stores the average and current value. Examples:: >>> # Initialize a meter to record loss >>> losses = AverageMeter() >>> # Update meter after every minibatch update >>> losses.update(loss_value, batch_size) """ def __init__(self): self.reset() def reset(self): self.val = 0 self.avg = 0 self.sum = 0 self.count = 0 def update(self, val, n=1): self.val = val self.sum += val * n self.count += n self.avg = self.sum / self.count